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235_023predictionEnergyAI-timing

Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.

Predictor: Eric Schmidt · ep#235 "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235" · source

Prior probability
60.0%
Current probability
47.8%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2029-01-01 – 2029-11-30
Edges in / out
12 / 5
Tickers exposed
33

Prediction text

Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis. | Remember when Eric Schmidt said, it was only a year ago, said AI is going to require 100 gawatts by 2029. It's a crisis. We'll never get there.

Verbatim quote

From episode "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235"
Remember when Eric Schmidt said, it was only a year ago, said AI is going to require 100 gawatts by 2029. It's a crisis. We'll never get there.

Predictor: Eric Schmidt

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0064
excellent
Hits / Misses
3 / 0
of 3 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from Eric Schmidt is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class: energy_grid_rebuild_5y

Linked via embedding similarity 0.639

Major grid expansion (>50GW) within 5y of announce

Base rate
50.0%
3/6 historical
Inside weight
Outside weight
no pull
inside 47.8% → blend 47.8% 0.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 47.8%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 4 fired ✓ · 6 pending
  1. 2026-09-30pendingStargate Abilene flagship reaches ~1 GW operational capacity by mid-2026
    How: OpenAI/Oracle public confirmation that Abilene phase 2 (six additional buildings) is energized and serving training workloads, plus delivery of GB200 racks confirmed via press release
    Source: Data Center Frontier 2025-Q4 / OpenAI Stargate community announcementsconf 70%
  2. 2026-06-01 → 2027-12-31pendingHyperscaler announces single-site data center campus exceeding 5 GW
    How: Public filing or press release from Microsoft, Oracle, Google, Meta, Amazon, or xAI commits to a single contiguous campus >=5 GW interconnect with ERCOT/utility approval letter cited
    Source: Schmidt 'people are planning 10 GW data centers' / Stargate scaling patternconf 60%
  3. 2026-04-30 → 2028-06-30pendingFirst federal AI-grid coordination policy or grid-emergency order issued
    How: DOE, FERC, or White House issues binding rule, executive order, or DPA invocation specifically addressing AI data center grid integration / curtailment / siting; covered by Reuters, WSJ, or DOE press release
    Source: Brookings, Schmidt testimony 'crisis' framingconf 55%
  4. 2027-12-31pendingUS AI data center power demand reaches ~30 GW incremental by end of 2027
    How: DOE/EIA, ERCOT, or PJM utility filings show cumulative AI/data-center incremental load >=29 GW above 2024 baseline; Schmidt cited 29 GW additional by 2027 in House testimony
    Source: Schmidt House testimony / R&D World coverage 2025conf 65%
  5. 2029-08-26pendingAggregate US data center load passes 100 GW by 2029
    How: EIA or DOE Annual Energy Outlook reports cumulative US data center demand >=100 GW; or Schmidt's stated 96-100 GW by 2030 trajectory verified by DC Frontier / Wood Mackenzie / EPRI estimates
    Source: Schmidt 100 GW by 2029 quoteconf 45%

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 48%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z47.8%-1.4pp
Network propagation: 49.3% → 47.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z49.3%-2.5pp
Network propagation: 51.8% → 49.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z51.8%-1.3pp
Network propagation: 53.0% → 51.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T01:56:50Z53.0%-7.0pp
reference_class_assigned bayesian_v2 inside=0.600 blend=0.530 w_in=0.30 energy_grid_rebuild_5y

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.067
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.6000.050-0.063
prereqSEM_005
Stargate is a $500 billion multiyear capex program for distrSam Altman
72.3%0.6000.050-0.059
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.039
prereq235_002
Anthropic will exceed OpenAI in revenue this year (2026).Dave Blundin
74.6%0.6000.050-0.023

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq246_017
Europa Clipper will arrive at Jupiter in 2030, conducting 50Peter Diamandis
37.7%0.6500.050-0.045
prereq247_035
Dario Amodei will solve most/all neurological diseases by enDario Amodei
38.8%0.7000.050-0.032
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.024
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.013
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050-0.002

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (12)

Predictions that must hit first
TypePredTitleDomainLag
prereq235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_005Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership).AI/Infrastructure
correlateS_GRID_50GW_202750GW dedicated AI/data center grid by Dec 2027energy_grid_expansion
correlateS_ASI_MID_2034ASI mid: Schmidt 'ASI in 6 years'asi_recursive_self_improvement
correlateS_AGI_SLOW_2031AGI slow: Schmidt/Hassabis 5-10 year pathagi_general_capability
correlateS_COMPUTE_100GW_2030Compute: 100GW national-scale by Dec 2030compute_scale
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereq247_035Dario Amodei will solve most/all neurological diseases by end of decadeBiotech/Longevity
prereq246_017Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.Space
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2029-12-31[Energy/Regulation 2029-12] [235_023] Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.pending

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.602manifoldWill CISA add at least 25 vulnerabilities to the KEV catalog in May 2026?6%mentionspending2026-05-14
0.576manifoldWill Derek Thompson run for office by EOY 2030?30%mentionspending2026-04-28
0.564manifoldWill Eliezer Yudkowsky actually debate @47fucb4r8c69323?93%mentionspending2026-04-24
0.556manifoldRudy Giuliani dead by end of May 2026?14%mentionspending2026-05-03

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "100 GW for AI",
  "url": "https://www.youtube.com/watch?v=T8X6kp-pcKs",
  "mode": "CITED_PREDICTION",
  "role": "Cited-Executive",
  "context": "Remember when Eric Schmidt said, it was only a year ago, said AI is going to require 100 gawatts by 2029. It's a crisis. We'll never get there. And America is just incredible. Like when America gets mobilized, it's just the most amazing force in the world.",
  "to_year": 2029,
  "cited_by": "Dave Blundin",
  "verbatim": "Remember when Eric Schmidt said, it was only a year ago, said AI is going to require 100 gawatts by 2029. It's a crisis. We'll never get there.",
  "conv_cues": "crisis",
  "direction": "NUMERIC_TARGET",
  "from_year": 2029,
  "timeframe": "2029",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic will exceed OpenAI in revenue this year (2026).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "235_002",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Stargate Abilene flagship reaches ~1 GW operational capacity by mid-2026",
      "source": "Data Center Frontier 2025-Q4 / OpenAI Stargate community announcements",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.datacenterfrontier.com/machine-learning/article/55319132/scaling-stargate-openais-five-new-us-data-centers-push-toward-10-gw-ai-infrastructure",
      "expected_date": "2026-09-30",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI/Oracle public confirmation that Abilene phase 2 (six additional buildings) is energized and serving training workloads, plus delivery of GB200 racks confirmed via press release"
    },
    {
      "kind": "llm_pre_event",
      "label": "Hyperscaler announces single-site data center campus exceeding 5 GW",
      "source": "Schmidt 'people are planning 10 GW data centers' / Stargate scaling pattern",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://qz.com/eric-schmidt-ai-limit-chips-electricity",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Public filing or press release from Microsoft, Oracle, Google, Meta, Amazon, or xAI commits to a single contiguous campus >=5 GW interconnect with ERCOT/utility approval letter cited"
    },
    {
      "kind": "llm_pre_event",
      "label": "First federal AI-grid coordination policy or grid-emergency order issued",
      "source": "Brookings, Schmidt testimony 'crisis' framing",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://w
... (truncated)